Matrices, statistics and big data : selected contributions from IWMS 2016 / S. Ejaz Ahmed, Francisco Carvalho, Simo Puntanen, editors.
International Workshop on Matrices and Statistics (25th : 2016 : Funchal, Madeira Islands); Ahmed, S. E. (Syed Ejaz), 1957- editor.; Carvalho, Francisco, editor.; Puntanen, Simo, editor.
2019
QA188
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Title Matrices, statistics and big data : selected contributions from IWMS 2016 / S. Ejaz Ahmed, Francisco Carvalho, Simo Puntanen, editors.
Meeting Name International Workshop on Matrices and Statistics (25th : 2016 : Funchal, Madeira Islands)
ISBN 9783030175191 (electronic book)
3030175197 (electronic book)
9783030175184
DOI https://doi.org/10.1007/978-3-030-17519-1
https://doi.org/10.1007/978-3-030-17
Published Cham, Switzerland : Springer, [2019]
Language English
Description 1 online resource (xii, 190 pages) : illustrations
Item Number 10.1007/978-3-030-17519-1 doi
10.1007/978-3-030-17
Call Number QA188
Dewey Decimal Classification 519.5
Summary This volume features selected, refereed papers on various aspects of statistics, matrix theory and its applications to statistics, as well as related numerical linear algebra topics and numerical solution methods, which are relevant for problems arising in statistics and in big data. The contributions were originally presented at the 25th International Workshop on Matrices and Statistics (IWMS 2016), held in Funchal (Madeira), Portugal on June 6-9, 2016. The IWMS workshop series brings together statisticians, computer scientists, data scientists and mathematicians, helping them better understand each others tools, and fostering new collaborations at the interface of matrix theory and statistics.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed August 29, 2019).
Added Author Ahmed, S. E. (Syed Ejaz), 1957- editor.
Carvalho, Francisco, editor.
Puntanen, Simo, editor.
Series Contributions to statistics.
Linked Resources Online Access
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Preface (S. Ejaz Ahmed, Francisco Carvalho, Simo Puntanen)
Further properties of the linear sufficiency in the partitioned linear model (Augustyn Markiewicz, Simo Puntanen)
Hybrid model for recurrent event data (Ivo Sousa-Ferreira, Ana Maria Abreu)
A new look at combining information from stratum submodels (Radosław Kala)
Ingram Olkin (1924-2016): An appreciation for a people person (Simo Puntanen, George P. H. Styan)
A notion of positive definiteness for arithmetical functions (Mika Mattila, Pentti Haukkanen)
Some issues in generalized linear modeling (Alan Agresti)
Orthogonal block structure and uniformly best linear unbiased estimators (Sandra S. Ferreira, Dário Ferreira, Célia Nunes, Francisco Carvalho, João Tiago Mexia)
Hadamard matrices on error detection and correction: Useful links to BIBD (Carla Francisco, Teresa A. Oliveira, Amílcar Oliveira, Francisco Carvalho)
Covariance matrix regularization for banded Toeplitz-structure via Frobenius-norm discrepancy (Xiangzhao Cui, Zhenyang Li, Jine Zhao, Defei Zhang, Jianxin Pan)
Penalized relative error estimation of a partially functional linear multiplicative model (Tao Zhang, Yuan Huang, Qingzhao Zhang, Shuangge Ma, S. Ejaz Ahmed)
High-dimensional regression under correlated design: An extensive simulation study (S. Ejaz Ahmed, Hwanwoo Kim, Gökhan Yıldırım and Bahadır Yüzbaşı)
An efficient estimation strategy in autoregressive conditional Poisson model with applications to hospital emergency department data (S. Ejaz Ahmed, Khalifa Es-Sebaiy, Abdulkadir Hussein, Idir Ouassou, Anne Snowdon).

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